Data Exploration

Preliminary data exploration of all data sets extracted:

  1. One post-injury test (not merged with SIMS data)
  2. Two post-injury tests (not merged with SIMS data)
  3. Three post-injury tests (not merged with SIMS data)
  4. Four post-injury tests (not merged with SIMS data)
  5. One post-injury test (merged with SIMS)
  6. Two post-injury tests (merged with SIMS)
  7. Three post-injury tests (merged with SIMS)
  8. Four post-injury tests (merged with SIMS)

Of note, age range for all data sets was filtered to individuals between 12 - 18 years old.

Number of Observations per Data Set

Data Set Number of Observations
One post-injury test (not merged with SIMS) 9,991
One post-injury test (merged with SIMS) 257
Two post-injury tests (not merged with SIMS) 5,295
Two post-injury tests (merged with SIMS) 341
Three post-injury tests (not merged with SIMS) 2,228
Three post-injury tests (merged with SIMS) 143
Four post-injury tests (not merged with SIMS) 780
Four post-injury tests (merged with SIMS) 40

PCSS Score Description

Symptom Cluster Number of Items Total Possible Score
Headache-Migraine Cluster 3 18
Anxiety-Mood Cluster 5 30
Cognitive Cluster 4 24
Ocular-Motor Cluster 1 6
Vestibular Cluster 4 24
Sleep Cluster 5 30
Total Symptom Score 22 132

One Post-Injury Test (not merged with SIMS data)

Gender

Age

PCSS Summary

Total Symptom Score
Headache-Migraine Cluster
Anxiety-Mood Cluster
Cognitive Symptom Cluster
Ocular-Motor Cluster
Vestibular Cluster
Sleep Cluster

Two Post-Injury Tests (not merged with SIMS data)

Gender

Age Test 1

Age Test 2

PCSS Summary

Total Symptom Score 1
Total Symptom Score 2
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Anxiety-Mood Cluster 1
Anxiety-Mood Cluster 2
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Ocular-Motor Cluster 1
Ocular-Motor Cluster 2
Vestibular Cluster 1
Vestibular Cluster 2
Sleep Cluster 1
Sleep Cluster 2

Three Post-Injury Tests (not merged with SIMS data)

Gender

Age Test 1

Age Test 2

Age Test 3

PCSS Summary

Total Symptom Score 1
Total Symptom Score 2
Total Symptom Score 3
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Anxiety-Mood Cluster 1
Anxiety-Mood Cluster 2
Anxiety-Mood Cluster 3
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
Ocular-Motor Cluster 1
Ocular-Motor Cluster 2
Ocular-Motor Cluster 3
Vestibular Cluster 1
Vestibular Cluster 2
Vestibular Cluster 3
Sleep Cluster 1
Sleep Cluster 2
Sleep Cluster 3

Four Post-Injury Tests (not merged with SIMS data)

Gender

Age Test 1

Age Test 2

Age Test 3

Age Test 4

PCSS Summary

Total Symptom Score 1
Total Symptom Score 2
Total Symptom Score 3
Total Symptom Score 4
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Headache-Migraine Cluster 4
Anxiety-Mood Cluster 1
Anxiety-Mood Cluster 2
Anxiety-Mood Cluster 3
Anxiety-Mood Cluster 4
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
Cognitive Symptom Cluster 4
Ocular-Motor Cluster 1
Ocular-Motor Cluster 2
Ocular-Motor Cluster 3
Ocular-Motor Cluster 4
Vestibular Cluster 1
Vestibular Cluster 2
Vestibular Cluster 3
Vestibular Cluster 4
Sleep Cluster 1
Sleep Cluster 2
Sleep Cluster 3
Sleep Cluster 4

One Post-Injury Test (merged with SIMS data)

Gender

Age

PCSS Summary

Total Symptom Score
Headache-Migraine Cluster
Anxiety-Mood Cluster
Cognitive Symptom Cluster
Ocular-Motor Cluster
Vestibular Cluster
Sleep Cluster

RTL/RTP Summary

Injury Onset to Test Date
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Two Post-Injury Tests (merged with SIMS data)

Gender

Age Test 1

Age Test 2

PCSS Summary

Total Symptom Score 1
Total Symptom Score 2
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Anxiety-Mood Cluster 1
Anxiety-Mood Cluster 2
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Ocular-Motor Cluster 1
Ocular-Motor Cluster 2
Vestibular Cluster 1
Vestibular Cluster 2
Sleep Cluster 1
Sleep Cluster 2

RTL/RTP Summary

Injury Onset to Test Date 1
Injury Onset to Test Date 2
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Plot 4

Plot 5

Plot 6

Three Post-Injury Tests (merged with SIMS data)

Gender

Age Test 1

Age Test 2

Age Test 3

PCSS Summary

Total Symptom Score 1
Total Symptom Score 2
Total Symptom Score 3
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Anxiety-Mood Cluster 1
Anxiety-Mood Cluster 2
Anxiety-Mood Cluster 3
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
Ocular-Motor Cluster 1
Ocular-Motor Cluster 2
Ocular-Motor Cluster 3
Vestibular Cluster 1
Vestibular Cluster 2
Vestibular Cluster 3
Sleep Cluster 1
Sleep Cluster 2
Sleep Cluster 3

RTL/RTP Summary

Injury Onset to Test Date 1
Injury Onset to Test Date 2
Injury Onset to Test Date 3
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Plot 4

Plot 5

Plot 6

Plot 7

Plot 8

Plot 9

Plot 10

Four Post-Injury Tests (merged with SIMS data)

Gender

Age Test 1

Age Test 2

Age Test 3

Age Test 4

PCSS Summary

Total Symptom Score 1
Total Symptom Score 2
Total Symptom Score 3
Total Symptom Score 4
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Headache-Migraine Cluster 4
Anxiety-Mood Cluster 1
Anxiety-Mood Cluster 2
Anxiety-Mood Cluster 3
Anxiety-Mood Cluster 4
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
Cognitive Symptom Cluster 4
Ocular-Motor Cluster 1
Ocular-Motor Cluster 2
Ocular-Motor Cluster 3
Ocular-Motor Cluster 4
Vestibular Cluster 1
Vestibular Cluster 2
Vestibular Cluster 3
Vestibular Cluster 4
Sleep Cluster 1
Sleep Cluster 2
Sleep Cluster 3
Sleep Cluster 4

RTL/RTP Summary

Injury Onset to Test Date 1
Injury Onset to Test Date 2
Injury Onset to Test Date 3
Injury Onset to Test Date 4
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Plot 4

Plot 5

Plot 6

Plot 7

Plot 8

Plot 9

Plot 10

Plot 11

Plot 12

Plot 13

Plot 14

Plot 15